• DocumentCode
    727563
  • Title

    Data-driven method for fault isolation in technical systems

  • Author

    Zhirabok, Alexey ; Pavlov, Sergey

  • Author_Institution
    Dept. of Autom. & Control, Far Eastern Fed. Univ., Vladivostok, Russia
  • fYear
    2015
  • fDate
    9-12 June 2015
  • Firstpage
    290
  • Lastpage
    295
  • Abstract
    The paper is devoted to the problem of fault isolation in technical systems described by nonlinear dynamic models containing non-smooth nonlinearities. So-called “model-free” or “data-driven” method is used to solve the problem. The feature of this method is that parameters of the system under consideration may be unknown. The algebra of functions is used to solve the problem under consideration.
  • Keywords
    control nonlinearities; fault diagnosis; nonlinear dynamical systems; vectors; algebra; data-driven method; fault isolation; model-free method; nonlinear dynamic model; nonsmooth nonlinearities; technical systems; unknown system parameters; vector functions; Algebra; Automation; Decision making; Fault diagnosis; Kernel; Mathematical model; Nonlinear dynamical systems; algebra of functions; data-driven method; fault isolation; nonlinear dynamic systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Process Control (PC), 2015 20th International Conference on
  • Conference_Location
    Strbske Pleso
  • Type

    conf

  • DOI
    10.1109/PC.2015.7169978
  • Filename
    7169978
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=727563